EfficientNet vs. Detectron2: Compared and Contrasted

Models

EfficientNet

EfficientNet is from a family of image classification models from GoogleAI that train comparatively quickly on small amounts of data, making the most of limited datasets.

Learn more about EfficientNet

Detectron2

Detectron2 is model zoo of it's own for computer vision models written in PyTorch.

Learn more about Detectron2

Model Type

Classification

Object Detection

Model Features

Item 1 Info

Item 2 Info

Architecture

CNN

Frameworks

Keras

PyTorch

Annotation Format

Instance Segmentation

GitHub

View Repo

GitHub Stars

28.4k+

License

Apache-2.0

Paper

Training Notebook

Deploy Model

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EfficientNet vs. Detectron2

Both

EfficientNet

and

Detectron2

are commonly used in computer vision projects. Below, we compare and contrast

EfficientNet

and

Detectron2

	EfficientNet	Detectron2
Date of Release	May 28, 2019
Model Type	Classification	Object Detection
Architecture	CNN
GitHub Stars	7200	28400

EfficientNet

EfficientNet is from a family of image classification models from GoogleAI that train comparatively quickly on small amounts of data, making the most of limited datasets.

How to Augment How to Label How to Plot Predictions How to Filter Predictions How to Create a Confusion Matrix